On the Exploitation of Neuroevolutionary Information: Analyzing the Past for a More Efficient Future
Garciarena, Unai, Lourenço, Nuno, Machado, Penousal, Santana, Roberto, Mendiburu, Alexander
Year of Publication 26.05.2021
Year of Publication 26.05.2021
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Journal Article
On-the-fly exploration of placement templates for analog IC layout-aware sizing methodologies
Martins, Ricardo, Canelas, Antonio, Lourenco, Nuno, Horta, Nuno
Published in 2016 13th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD) (01.06.2016)
Published in 2016 13th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD) (01.06.2016)
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Conference Proceeding
Speeding-Up Complex RF IC Sizing Optimizations with a Process, Voltage and Temperature Corner Performance Estimator based on ANNs
Vaz, Pedro, Gusmao, Antonio, Horta, Nuno, Lourenco, Nuno, Martins, Ricardo
Published in 2022 IEEE International Symposium on Circuits and Systems (ISCAS) (28.05.2022)
Published in 2022 IEEE International Symposium on Circuits and Systems (ISCAS) (28.05.2022)
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Conference Proceeding
FUZYE: A Fuzzy -Means Analog IC Yield Optimization Using Evolutionary-Based Algorithms
Canelas, Antonio, Povoa, Ricardo, Martins, Ricardo, Lourenco, Nuno, Guilherme, Jorge, Carvalho, Joao Paulo, Horta, Nuno
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.01.2020)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.01.2020)
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Journal Article
Automatic Design of High-Gain 26.5-to-29.5-GHz Transformer-Less Low-Noise Amplifier 1.86-to-8.87-mW Variants in 65-nm CMOS
Mendes, Luis, Vaz, Joao, Passos, Fabio, Lourenco, Nuno, Martins, Ricardo
Published in 2022 IEEE International Symposium on Circuits and Systems (ISCAS) (28.05.2022)
Published in 2022 IEEE International Symposium on Circuits and Systems (ISCAS) (28.05.2022)
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Conference Proceeding
Late Breaking Results: Attention in Graph2Seq Neural Networks towards Push-Button Analog IC Placement
Gusmao, Antonio, Horta, Nuno, Lourenco, Nuno, Martins, Ricardo
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
AutoLR: An Evolutionary Approach to Learning Rate Policies
Carvalho, Pedro, Lourenço, Nuno, Assunção, Filipe, Machado, Penousal
Published in arXiv.org (08.07.2020)
Published in arXiv.org (08.07.2020)
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Paper
Journal Article
Incremental Evolution and Development of Deep Artificial Neural Networks
Assunção, Filipe, Lourenço, Nuno, Ribeiro, Bernardete, Machado, Penousal
Year of Publication 01.04.2020
Year of Publication 01.04.2020
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Journal Article
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution
Assunção, Filipe, Lourenço, Nuno, Ribeiro, Bernardete, Machado, Penousal
Year of Publication 01.04.2020
Year of Publication 01.04.2020
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Journal Article